Computer Vision for Microscopy Image Analysis


Red Blood Cell Image Generation for Data Augmentation Using Conditional Generative Adversarial Networks
Oleksandr Bailo,
DongShik Ham,
Young Min Shin
[pdf]
[bibtex]
@InProceedings{Bailo_2019_CVPR_Workshops,
author = {Bailo, Oleksandr and Ham, DongShik and Min Shin, Young},
title = {Red Blood Cell Image Generation for Data Augmentation Using Conditional Generative Adversarial Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Automated Focus Distance Estimation for Digital Microscopy Using Deep Convolutional Neural Networks
Tathagato Rai Dastidar
[pdf]
[bibtex]
@InProceedings{Dastidar_2019_CVPR_Workshops,
author = {Rai Dastidar, Tathagato},
title = {Automated Focus Distance Estimation for Digital Microscopy Using Deep Convolutional Neural Networks},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow
Jingru Yi,
Pengxiang Wu,
Qiaoying Huang,
Hui Qu,
Daniel J. Hoeppner,
Dimitris N. Metaxas
[pdf]
[bibtex]
@InProceedings{Yi_2019_CVPR_Workshops,
author = {Yi, Jingru and Wu, Pengxiang and Huang, Qiaoying and Qu, Hui and Hoeppner, Daniel J. and Metaxas, Dimitris N.},
title = {Online Neural Cell Tracking Using Blob-Seed Segmentation and Optical Flow},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Cell Image Segmentation by Integrating Pix2pixs for Each Class
Hiroki Tsuda,
Kazuhiro Hotta
[pdf]
[bibtex]
@InProceedings{Tsuda_2019_CVPR_Workshops,
author = {Tsuda, Hiroki and Hotta, Kazuhiro},
title = {Cell Image Segmentation by Integrating Pix2pixs for Each Class},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Automatic Classification of Whole Slide Pap Smear Images Using CNN With PCA Based Feature Interpretation
Kranthi Kiran GV,
G Meghana Reddy
[pdf]
[bibtex]
@InProceedings{GV_2019_CVPR_Workshops,
author = {Kiran GV, Kranthi and Meghana Reddy, G},
title = {Automatic Classification of Whole Slide Pap Smear Images Using CNN With PCA Based Feature Interpretation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Deep Metric Learning for Identification of Mitotic Patterns of HEp-2 Cell Images
Krati Gupta,
Daksh Thapar,
Arnav Bhavsar,
Anil K. Sao
[pdf]
[bibtex]
@InProceedings{Gupta_2019_CVPR_Workshops,
author = {Gupta, Krati and Thapar, Daksh and Bhavsar, Arnav and Sao, Anil K.},
title = {Deep Metric Learning for Identification of Mitotic Patterns of HEp-2 Cell Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery With Deep Feature Maps
Yang Jiao,
Mo Weng,
Mei Yang
[pdf]
[bibtex]
@InProceedings{Jiao_2019_CVPR_Workshops,
author = {Jiao, Yang and Weng, Mo and Yang, Mei},
title = {Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery With Deep Feature Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Enhanced Rotation-Equivariant U-Net for Nuclear Segmentation
Benjamin Chidester,
That-Vinh Ton,
Minh-Triet Tran,
Jian Ma,
Minh N. Do
[pdf]
[bibtex]
@InProceedings{Chidester_2019_CVPR_Workshops,
author = {Chidester, Benjamin and Ton, That-Vinh and Tran, Minh-Triet and Ma, Jian and Do, Minh N.},
title = {Enhanced Rotation-Equivariant U-Net for Nuclear Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing
Heng Wang,
Donghao Zhang,
Yang Song,
Siqi Liu,
Heng Huang,
Mei Chen,
Hanchuan Peng,
Weidong Cai
[pdf]
[bibtex]
@InProceedings{Wang_2019_CVPR_Workshops,
author = {Wang, Heng and Zhang, Donghao and Song, Yang and Liu, Siqi and Huang, Heng and Chen, Mei and Peng, Hanchuan and Cai, Weidong},
title = {Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Cell Image Segmentation Using Generative Adversarial Networks, Transfer Learning, and Augmentations
Michael Majurski,
Petru Manescu,
Sarala Padi,
Nicholas Schaub,
Nathan Hotaling,
Carl Simon Jr,
Peter Bajcsy
[pdf]
[bibtex]
@InProceedings{Majurski_2019_CVPR_Workshops,
author = {Majurski, Michael and Manescu, Petru and Padi, Sarala and Schaub, Nicholas and Hotaling, Nathan and Simon Jr, Carl and Bajcsy, Peter},
title = {Cell Image Segmentation Using Generative Adversarial Networks, Transfer Learning, and Augmentations},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Partially-Independent Framework for Breast Cancer Histopathological Image Classification
Vibha Gupta,
Arnav Bhavsar
[pdf]
[bibtex]
@InProceedings{Gupta_2019_CVPR_Workshops,
author = {Gupta, Vibha and Bhavsar, Arnav},
title = {Partially-Independent Framework for Breast Cancer Histopathological Image Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach
Moumen El-Melegy,
Doaa Mohamed,
Tarek ElMelegy,
Mostafa Abdelrahman
[pdf]
[bibtex]
@InProceedings{El-Melegy_2019_CVPR_Workshops,
author = {El-Melegy, Moumen and Mohamed, Doaa and ElMelegy, Tarek and Abdelrahman, Mostafa},
title = {Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}